Optimizing E-waste management: Deep learning classifiers for effective planning

S Selvakanmani, P Rajeswari, BV Krishna… - Journal of Cleaner …, 2024 - Elsevier
E-waste demands urgent attention to devise effective and sustainable waste management
solutions. In response to this challenge, the integration of deep learning classifiers emerges …

Dynamic convolutional neural network based e‐waste management and optimized collection planning

CJ Latha, K Kalaiselvi, S Ramanarayan… - Concurrency and …, 2022 - Wiley Online Library
Electronic waste, also known as e‐waste, refers to electrical or electronic devices that are
discarded from households and workplaces. These used e‐wastes are meant to be …

A smart waste classification model using hybrid CNN-LSTM with transfer learning for sustainable environment

UK Lilhore, S Simaiya, S Dalal… - Multimedia Tools and …, 2024 - Springer
Waste collection, classification, and planning have become crucial as industrialization and
smart city advancement activities have increased. A recycling process of waste relies on the …

E-waste management using hybrid optimization-enabled deep learning in IoT-cloud platform

P Ramya, V Ramya - Advances in Engineering Software, 2023 - Elsevier
Electronic waste (E-waste) is generated at a quick pace due to technological expansion and
thereby reducing the obsolescence age of electrical and electronic equipment (EEE). This …

E-waste management using machine learning

H Li, Z Jin, S Krishnamoorthy - … of the 6th International Conference on …, 2021 - dl.acm.org
In the realm of innovation, as individuals begin adjusting to new development, advancement
begins clearing its way into individuals' lives. Each adjustment in innovation gets better than …

Classification of organic and solid waste using deep convolutional neural networks

R Faria, F Ahmed, A Das, A Dey - 2021 IEEE 9th Region 10 …, 2021 - ieeexplore.ieee.org
The total amount of waste is increasing all around the world day-by-day especially in urban
areas. The increasing amount of unprocessed waste is very dangerous to mankind as it …

[HTML][HTML] Intelligent waste management system using deep learning with IoT

MW Rahman, R Islam, A Hasan, NI Bithi… - Journal of King Saud …, 2022 - Elsevier
Waste management leads to the demolition of waste conducted by recycling and landfilling.
Deep learning and the Internet of things (IoT) confer an agile solution in classification and …

[HTML][HTML] E-waste management in Nepal: A case study overcoming challenges and opportunities

B Khatiwada, R Jariyaboon, K Techato - e-Prime-Advances in Electrical …, 2023 - Elsevier
The main objective of this paper is to design and implement a novel automatic E-Waste
Management System using machine learning algorithms. A Waste Management System …

Deep Learning Approach to Deal with E-Waste

M Naushin, A Saraswat, K Abhishek - Advanced Machine Intelligence and …, 2022 - Springer
For the development of smart cities, electronic waste generation is one of the significant
issues to tackle. According to the United Nations, India is the third-largest e-waste generator …

[HTML][HTML] Application of deep learning object classifier to improve e-waste collection planning

P Nowakowski, T Pamuła - Waste Management, 2020 - Elsevier
This study investigates an image recognition system for the identification and classification
of waste electrical and electronic equipment from photos. Its main purpose is to facilitate …